{"id":"W2018125673","doi":"10.1088/0954-3899/29/8/391","title":"Non-neutrino physics working group summary","year":2003,"lang":"en","type":"article","venue":"Journal of Physics G Nuclear and Particle Physics","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Neutrino Factory; Neutrino; Muon; Physics; Particle physics; Nuclear physics; Selection (genetic algorithm); Flux (metallurgy); Neutrino oscillation; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004138139,0.0003864439,0.0006223002,0.00003462506,0.0003280848,0.0002555851,0.0003781959,0.00005708282,0.00007244774],"category_scores_gemma":[0.000003214613,0.0003704386,0.0004240517,0.0006284749,0.0001665263,0.0008310401,0.0001511801,0.000818406,0.00008097755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005274784,"about_ca_system_score_gemma":0.0001076089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002290055,"about_ca_topic_score_gemma":3.464074e-7,"domain_scores_codex":[0.9975173,0.0001539425,0.0006021557,0.0003552093,0.0006579191,0.0007134203],"domain_scores_gemma":[0.9981759,0.0001962012,0.0005180314,0.0004433884,0.0002768848,0.0003895898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001164347,0.001358786,0.04047672,0.00005707915,0.0003993569,0.00001843911,0.0009668707,0.0009791693,0.04179925,0.8385363,0.00109524,0.07419633],"study_design_scores_gemma":[0.009493106,0.00136998,0.006079931,0.0005408371,0.0006836652,0.00003150582,0.002136025,0.007254552,0.6115186,0.3339279,0.02461009,0.00235379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508364,0.0001704092,0.0149023,0.0001208282,0.0005870249,0.0003564823,0.00001907474,0.00004272108,0.03296475],"genre_scores_gemma":[0.996711,0.0000458638,0.0005635183,0.00009745513,0.00234101,0.00000542372,0.000004347547,0.0001025305,0.0001288534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5697194,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830343009364362,"score_gpt":0.2746934931089784,"score_spread":0.2463900630153348,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}